姜华

独立经营顾问 · 15年+互联网产品及用户运营实战Independent Business Consultant · 15+ years in internet product & user operations

18913138955(微信同WeChat same}) Faraway1314@163.com Base 苏州(工作地点不设限,可长期驻外 / 远程)Based in Suzhou — location-flexible (on-site elsewhere / remote both fine) 硕士(悉尼科技大学)Master's, UTS Sydney

01 当前方向Current Focus

主业 · 独立经营顾问Primary · Independent Consultant

面向文旅 / 本地生活 / 产业互联网的中小企业与创业团队:经营诊断、产品策划、运营陪跑、数据化运营机制搭建。For SMEs and startups in cultural tourism, local services, and industrial internet: business diagnosis, product strategy, operations partnering, data-driven operating systems.

开放 · AI 赛道岗位Open to · AI-track Roles

AI 产品 / AI 应用运营方向。有从 0 到 1 的 AI 产品操盘与商业化闭环经验(见 AI 能力画像)。AI product / AI-applied operations roles. Hands-on 0→1 AI product leadership with commercial closure (see AI capability profile below).

✦ 岗位匹配评估JD Match Check

想让 AI 分身评估岗位匹配度?它已搬到首页——去那里直接贴 JD,它会给出匹配度、带证据的匹配点,以及坦诚的差距判断。Want the AI assistant to assess job fit? It now lives on the homepage — paste a JD there and it returns a match score, evidence-backed strengths, and honest gaps.

去首页贴 JD →Paste a JD on the homepage →

02 核心能力总结Core Strengths

15年+实战,从同程艺龙的创业上市期到美团、蚂蚁集团的成熟期,覆盖 ToC 产品运营与商业化操盘。核心竞争力构建在四大支柱之上:15+ years across Tongcheng-Elong's startup-to-IPO era and the mature stages of Meituan and Ant Group, spanning consumer product operations and commercialization. Four pillars:

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产品运营能力Product Operations

懂产品的运营操盘手。主导「动态打包」技术流程改造实现规模化扩张;在支付宝出行频道主导架构改版,显著提升流量分发效率。An operator who understands product. Led the 'dynamic packaging' workflow rebuild enabling scale; led the Alipay travel channel revamp, lifting distribution efficiency.

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用户增长能力User Growth

深谙全生命周期管理,具备千万级用户增长模型实战经验。主导美团酒店会员体系从0到1重构;统筹线下获客专项,累计获取数千万新用户。Full-lifecycle expertise with 10M+ user growth models. Rebuilt Meituan Hotel's membership system from scratch; led offline acquisition programs bringing tens of millions of new users.

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商业化变现能力Monetization

管理亿级流量的商业化变现。建立外部KA分销渠道接入规则;在存量博弈阶段通过精细化运营挖掘用户消费场景跃迁机会点。Monetized traffic at the hundreds-of-millions scale. Built KA distribution channel rules; in the stock-game era, uncovered consumption-scenario upgrades through refined operations.

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AI 产品落地经验AI Product Delivery

主导支付宝「出行AI助手」专项,负责 Prompt 优化与场景定义,打通从用户咨询到服务购买的商业闭环。Led Alipay's 'Travel AI Assistant': scenario definition and prompt optimization, closing the loop from user inquiry to purchase.

03 AI 能力画像AI Capability Profile

不罗列工具名,只看用 AI 真实完成的事:Not a list of tool names — things actually shipped with AI:

行业调研Industry research 用 AI 工作流在三天内完成一份完整行业调研(框架搭建 → 资料消化 → 成稿)A complete industry study in three days with an AI workflow (framing → digestion → write-up)
经营诊断Business diagnosis 为某苏州文旅集团完成经营诊断与运营方案(脱敏)Diagnosis and operations plan for a Suzhou cultural tourism group (anonymized)
商业策划Business planning 与 AI 协作完成「AI 店长」完整商业计划:洞察、产品设计、财务模型Co-wrote a full business plan ('AI Store Manager'): insight, product design, financial model
内容系统Content systems 构建湿地博物馆 AI 讲解员内容系统,覆盖多展厅导览Built a wetland-museum AI docent content system covering multiple exhibition halls
团队赋能Team enablement 在蚂蚁主导运营团队 AI 技能培训项目并落地(2026.04)Led and shipped an AI-skills training program for the operations team at Ant (2026.04)

04 工作经历Experience

独立经营顾问Independent Business Consultant

2026 — 至今 · 苏州2026 — present · Suzhou

  • ▸ 某苏州文旅集团A Suzhou cultural tourism group:经营诊断 + 产品策划 + 运营方案(进行中,脱敏): business diagnosis, product strategy and operations plan (ongoing, anonymized)
  • ▸ 个人教练与 AI 工作法咨询;国际中文教师证书(CTC)备考中Personal coaching and AI-workflow consulting; CTC certification in progress

蚂蚁集团 · 支付宝数字出行酒旅事业部Ant Group · Alipay Digital Mobility & Travel

平台运营专家 | 2024.07 — 2026 · 团队:10人Platform Operations Expert | 2024.07 — 2026 · Team of 10

全面负责支付宝出行频道的用户增长策略、流量分发机制及商业化运营;同时作为核心负责人推进 AI 在运营团队内的组织能力升级。Owned user growth, traffic distribution, and monetization for Alipay's travel channel; also led the AI capability upgrade of the operations team.

  • ▸ AI组织能力升级AI capability building:主导团队AI助手技能培训项目,2026年4月落地,推动团队AI化能力升级: led the team's AI-assistant training program, shipped 2026.04
  • ▸ 出行AI助手Travel AI Assistant:主导产品设计,构建万级Query库,RLHF持续优化,问题解决率从30%提升至60%+;在AI回复中植入SKU推荐,探索商业闭环: led product design; built a 10K-query library with RLHF loops, lifting resolution from 30% to 60%+; embedded SKU recommendations toward commercial closure
  • ▸ 频道改版Channel revamp:优化首屏与信息流分配逻辑,差异化画像展示,从人工分配升级为算法驱动: rebuilt first-screen and feed allocation from manual curation to algorithm-driven, persona-differentiated distribution

美团 · 酒店事业部Meituan · Hotel Business Unit

C端用户运营负责人 / 分销业务负责人 | 2019.09 — 2024.06 · 团队:7人Head of C-end User Ops / Head of Distribution | 2019.09 — 2024.06 · Team of 7

在美团酒店业务成熟期挖掘新增长曲线,覆盖用户增长、会员体系运营及分销渠道优化,提升间夜量、GMV与用户LTV。Found new growth curves for a mature hotel business: user growth, membership operations, distribution optimization — lifting room-nights, GMV, and LTV.

  • ▸ 会员体系重构Membership rebuild:搭建普银金白钻等级权益,引入房型升级、延迟退房等高感知权益;建立RFM用户分层模型,中高等级会员贡献间夜量持续提升: built the tiered benefits system with high-perception perks (room upgrades, late checkout); RFM segmentation; rising room-night share from mid/high-tier members
  • ▸ 线下获客专项Offline acquisition:在酒店前台、景区入口铺设物料,优化「线下扫码预订-店内服务」链路,累计获取数千万线下新用户: front-desk and park-entrance programs with a scan-to-book loop; tens of millions of offline new users
  • ▸ 分销商业化Distribution monetization:对接差旅平台、图商等外部B端渠道,协调产研完成API对接,优化商旅分销供给结构: integrated B2B channels (corporate travel platforms, map providers) via API, optimizing business-travel supply

同程艺龙 · 平台产品中心Tongcheng-Elong · Platform Product Center

产品总监 | 2017.08 — 2019.09 · 团队:30人Product Director | 2017.08 — 2019.09 · Team of 30

统筹两大品牌自营 app 平台的产品规划与运营,创新孵化国际化业务。Ran product planning and operations for both brand apps; incubated the international business from zero.

  • ▸ 国际化从0到1International 0→1:组建国际化团队,完成繁体中文、英语站点及微信小程序搭建,配套多语言客服与支付结算体系: built the team and shipped TC/EN sites and WeChat mini-programs with multilingual support and payment settlement
  • ▸ 流量矩阵Traffic matrix:孵化百度小程序、安卓快应用等新兴入口,平台DAU稳步提升,降低单一渠道依赖: incubated emerging entries (Baidu mini-programs, Android quick apps), lifting DAU and reducing single-channel dependence

同程旅游 · 周边自由行项目Tongcheng · Weekend Getaways Project

运营总监 → 项目总经理 | 2013.04 — 2017.07 · 内部创业、从0到1Ops Director → Project GM | 2013.04 — 2017.07 · Intrapreneurship, 0→1

核心创始成员,见证团队从3人扩张至千人规模。负责商业模式设计、供应链整合及市场营销策略。Founding member; watched the team grow from 3 to 1,000. Owned business model design, supply-chain integration, and marketing strategy.

  • ▸ 「十元度周末」'10-Yuan Weekend':单场销售酒店间夜量突破20,000+,获客超70,000+,以极低营销成本引爆长三角市场: 20,000+ room-nights and 70,000+ new users in a single campaign, igniting the Yangtze Delta market at minimal cost
  • ▸ 「动态打包」系统'Dynamic Packaging':用户前端自由组合、后端库存实时调用的自动化流程,支持业务从百万级向亿级营收跨越: user-side free combination with real-time inventory, taking the business from millions to a billion in revenue

05 核心项目经历Key Projects

美团酒店会员体系重构与全生命周期运营Meituan Hotel Membership Rebuild & Lifecycle Ops

2019 — 2023

背景:Context: 行业存量博弈,原有会员体系权益单一,高价值用户流失风险增加,LTV挖掘不足。A stock-game market; single-benefit membership; churn risk among high-value users; LTV underexploited.

行动:Action: 基于RFM模型对亿级用户精准分层,定义5级成长路径;以「会员折扣」「房型升级」为核心高感知权益,联合美团外卖推出跨场景权益。RFM segmentation over 100M+ users, a 5-tier growth path, high-perception perks (member discounts, room upgrades), cross-scenario benefits with Meituan Waimai.

结果:Result: 中高等级会员贡献间夜量占比持续提升;参与会员价格权益输出的酒店数量持续提升。Rising room-night share from mid/high-tier members; more hotels joining member-price programs.

支付宝「出行AI助手」创新专项Alipay 'Travel AI Assistant'

2024 — 2026

背景:Context: 大模型技术爆发,但ToC商业化落地场景稀缺;出行频道服务入口深、咨询效率低、变现手段单一。LLMs were booming but consumer monetization scenarios were scarce; the travel channel had deep-buried entries, inefficient support, and single-track monetization.

行动:Action: 定义智能行程规划、旅游线路规划、公交地铁站点查询三大场景;批量生产预设query教育市场;从人工生产升级为AI自动化生产。Defined three scenarios (smart itinerary, route planning, transit lookup); mass-produced preset queries to educate the market; moved query production from manual to AI-automated.

结果:Result: query生产效率提升100倍以上;从追求DAU转向追求高质量query的服务挂载率和使用频次。100x+ query production efficiency; shifted the goal from DAU to service-attach rate and frequency of high-quality queries.

同程周边游「十元度周末」引爆战役Tongcheng '10-Yuan Weekend' Campaign

2013

背景:Context: 进军周边游蓝海,品牌认知度低,用户习惯尚未养成,急需低成本高爆发获客。Entering a blue-ocean market with low brand awareness and unformed user habits; needed low-cost, high-burst acquisition.

行动:Action: 筛选高品质五星酒店与热门景区,补贴打造「10元」极致价格锚点;设计「限量抢购」机制,全域媒体地毯式传播。Curated five-star hotels and top attractions, subsidized to a ¥10 price anchor; flash-sale mechanics; blanket media coverage.

结果:Result: 单场获客7万+,销售间夜超2万;开创OTA行业「爆款引流、长尾盈利」经典打法。70K+ new users and 20K+ room-nights in one campaign; pioneered the OTA playbook of blockbuster acquisition with long-tail profit.

06 教育背景Education

悉尼科技大学 (UTS)University of Technology Sydney

旅游管理 · 硕士M.A. Tourism Management

2009.02 — 2010.12

苏州大学Soochow University

旅游管理 · 本科B.A. Tourism Management

2003.09 — 2007.06

07 专业技能与语言Skills & Languages

专业技能Professional Skills

用户全生命周期管理AARRR模型会员体系搭建分销渠道管理产品规划UI/UX优化数据分析漏斗分析归因分析OKR拆解KPI绩效团队文化建设

语言 & 软技能Languages & Soft Skills

英语:English: 流利,海外留学背景,可作为工作语言Fluent (overseas study); full working proficiency

战略思维:Strategy: 从0到1搭建商业模型,在复杂竞争中制定破局策略0→1 business modeling; breakout strategies in complex competition

资源整合:Resource orchestration: 跨部门沟通与长链路项目推进能力Cross-functional communication and long-chain project delivery

AI认知:AI literacy: 持续跟踪 Agent 生态演化与企业 AI 落地方法论Continuously tracking the agent ecosystem and enterprise AI adoption methods

更新于 2026年8月Updated August 2026